Laura Maria Sangalli

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Piercesare SecchiProfessor of StatisticsVerified email at polimi.it
Simone VantiniAssociate Professor of Statistics, MOX - Department of Mathematics, Politecnico di MilanoVerified email at polimi.it
Anna Maria PaganoniProfessore di Statistica, Politecnico di Milano, ItalyVerified email at polimi.it
Eleonora ArnoneDipartimento di Management, università di TorinoVerified email at unito.it
Laura AzzimontiSenior Lecturer-Researcher at IDSIA, USI/SUPSIVerified email at supsi.ch
Alessandro VenezianiMathematics, Computer Science, Emory University , USAVerified email at mathcs.emory.edu
Simona PerottoFull Professor Numerical Analysis, MOX, Dept. of Mathematics, Politecnico Milano, ItalyVerified email at polimi.it
Mara Sabina BernardiMOX - Dipartimento di Matematica, Politecnico di MilanoVerified email at polimi.it
Valeria VitelliAssociate Professor, Department of Biostatistics, University of Oslo, NorwayVerified email at medisin.uio.no
Fabio NobileMATH - CSQI, Ecole Polytechnique Fédérale de Lausanne (EPFL)Verified email at epfl.ch
Federico FerraccioliDepartment of Statistical Sciences, University of PadovaVerified email at unipd.it
J. S. MarronUniversity of North CarolinaVerified email at unc.edu
Anuj SrivastavaProfessor of Statistics, Florida State UniversityVerified email at stat.fsu.edu
John AstonStatistical Laboratory, DPMMS, University of CambridgeVerified email at statslab.cam.ac.uk
Davide PigoliDepartment of Mathematics, King's College LondonVerified email at kcl.ac.uk
Jeff GoldsmithAssociate Professor, Department of Biostatistics, Columbia UniversityVerified email at columbia.edu
Helle SørensenProfessor of Statistics, University of CopenhagenVerified email at math.ku.dk
Marzia Angela CremonaDepartment of Operations and Decision Systems, Université LavalVerified email at fsa.ulaval.ca
Alois KneipProfessor of Statistics, University of BonnVerified email at uni-bonn.de
Gareth RobertsProfessor of Statistics, University of WarwickVerified email at warwick.ac.uk

Laura Maria Sangalli

MOX - Dipartimento di Matematica, Politecnico di Milano

Verified email at polimi.it - Homepage

Functional data analysis Nonparametric regression Spatial statistics High-dimensional data


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Functional data analysis of amplitude and phase variation JS Marron, JO Ramsay, LM Sangalli, A Srivastava Statistical Science, 468-484, 2015	225	2015
K-mean alignment for curve clustering LM Sangalli, P Secchi, S Vantini, V Vitelli Computational Statistics & Data Analysis 54 (5), 1219-1233, 2010	199	2010
Spatial spline regression models LM Sangalli, JO Ramsay, TO Ramsay Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2013	191	2013
A case study in exploratory functional data analysis: geometrical features of the internal carotid artery LM Sangalli, P Secchi, S Vantini, A Veneziani Journal of the American Statistical Association 104 (485), 37-48, 2009	157	2009
An introduction with medical applications to functional data analysis H Sørensen, J Goldsmith, LM Sangalli Statistics in medicine 32 (30), 5222-5240, 2013	109	2013
Identification and Predictive Value of Interleukin-6⁺ Interleukin-10⁺ and Interleukin-6⁻ Interleukin-10⁺ Cytokine Patterns in ST-Elevation Acute Myocardial Infarction E Ammirati, CV Cannistraci, NA Cristell, V Vecchio, AG Palini, P Tornvall, ... Circulation research 111 (10), 1336-1348, 2012	100	2012
Invariant NKT cell reconstitution in pediatric leukemia patients given HLA-haploidentical stem cell transplantation defines distinct CD4+ and CD4− subset dynamics and … C de Lalla, A Rinaldi, D Montagna, L Azzimonti, ME Bernardo, ... The Journal of Immunology 186 (7), 4490-4499, 2011	94	2011
Efficient estimation of three-dimensional curves and their derivatives by free-knot regression splines, applied to the analysis of inner carotid artery centrelines LM Sangalli, P Secchi, S Vantini, A Veneziani Journal of the Royal Statistical Society Series C: Applied Statistics 58 (3 …, 2009	86*	2009
Smooth principal component analysis over two-dimensional manifolds with an application to neuroimaging E Lila, JAD Aston, LM Sangalli Annals of Applied Statistics 10 (4), 1854-1879, 2016	74	2016
A combination of cisplatin and 5-fluorouracil with a taxane in patients who underwent lymph node dissection for nodal metastases from squamous cell carcinoma of the penis … N Nicolai, LM Sangalli, A Necchi, P Giannatempo, AM Paganoni, ... Clinical Genitourinary Cancer 14 (4), 323-330, 2016	70	2016
Spatial regression models over two-dimensional manifolds B Ettinger, S Perotto, LM Sangalli Biometrika 103 (1), 71-88, 2016	63	2016
Blood flow velocity field estimation via spatial regression with PDE penalization L Azzimonti, LM Sangalli, P Secchi, M Domanin, F Nobile Journal of the American Statistical Association 110 (511), 1057-1071, 2015	60	2015
A mesh simplification strategy for a spatial regression analysis over the cortical surface of the brain F Dassi, B Ettinger, S Perotto, LM Sangalli Applied Numerical Mathematics 90, 111-131, 2015	60	2015
A penalized regression model for spatial functional data with application to the analysis of the production of waste in Venice province MS Bernardi, LM Sangalli, G Mazza, JO Ramsay Stochastic environmental research and risk assessment 31, 23-38, 2017	59	2017
Statistics of time warpings and phase variations JS Marron, JO Ramsay, LM Sangalli, A Srivastava Electronic Journal of Statistics 8 (2), 1697-1702, 2014	54	2014
An integrated statistical investigation of internal carotid arteries of patients affected by cerebral aneurysms T Passerini, LM Sangalli, S Vantini, M Piccinelli, S Bacigaluppi, L Antiga, ... Cardiovascular Engineering and Technology 3, 26-40, 2012	51	2012
Curve matching, a generalized framework for models/experiments comparison: An application to n-heptane combustion kinetic mechanisms MS Bernardi, M Pelucchi, A Stagni, LM Sangalli, A Cuoci, A Frassoldati, ... Combustion and Flame 168, 186-203, 2016	44	2016
Functional clustering and alignment methods with applications V Vitelli, LM Sangalli, P Secchi, S Vantini Communications in Applied and Industrial Mathematics 1 (1), 205-224, 2010	44	2010
pT1 penile squamous cell carcinoma: a clinicopathologic study of 56 cases treated by CO2 laser therapy. M Colecchia, N Nicolai, P Secchi, G Bandieramonte, AM Paganoni, ... Analytical and Quantitative Cytology and Histology 31 (3), 153-160, 2009	42	2009
Mixed finite elements for spatial regression with PDE penalization L Azzimonti, F Nobile, LM Sangalli, P Secchi SIAM/ASA Journal on Uncertainty Quantification 2 (1), 305-335, 2014	41	2014

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